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AI Storefronts
Zero-inventory autonomous catalog: trend-scan → AI product → multi-channel publish + 12-gate anti-ban policy engine.
Lesson 1
What we built
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Lesson 2 · Workshop tier
The per-channel envelope framework
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Lesson 3 · Workshop tier
The 12-gate anti-ban policy engine
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Lesson 4 · Workshop tier
Per-channel safe-operating envelopes — the research-cited numbers
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Lesson 5 · Workshop tier
12-gate anti-ban cascade for storefronts
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Lesson 6 · Workshop tier
7-channel diversification — the "if Etsy purges you, you still have 6"
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Lesson 7 · Cohort tier
Per-channel rate-limit and warm-up cadence enforcement
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Lesson 8 · Cohort tier
Originality hash gate — Hamming distance ≤ 6 in production
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Lesson 9 · Cohort tier
Multi-channel fallback — surviving the Etsy purge as architecture
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Unlock lessons 2–6 with Workshop · $97/mo
Lessons 7–9 (Cohort-tier operational artifacts — production migrations, policy-engine constants, audit trails) are part of Cohort #1.
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